Personal Finance

Secured Credit Cards ads in ChatGPT

Ads shown in ChatGPT conversations about Secured Credit Cards. We recorded 150 conversations on this topic in logged-out ChatGPT; after the follow-up message, ChatGPT showed 148 ads from 7 advertisers. Most often shown: Self Financial, Nerdwallet and Kikoff.

Our captureLogged-out ChatGPT, USOct 3⁠–⁠4, 2026

150

conversations recorded

148

ads shown

advertisers

shopping ads

Advertisers shown in Secured Credit Cards conversations

7 advertisers

Ranked by how many of the conversations on this topic ended with their ad on screen; share of the 148 shown ads.

#	Advertiser	Website	Ads shown	Share
1	Self Financial	self.inc	116	78.4%
2	Nerdwallet	nerdwallet.com	22	14.9%
3	Capital One	capitalone.com	2	1.4%
4	CardCritics	—	2	1.4%
5	Cash App	cash.app	2	1.4%
6	Kikoff	kikoff.com	2	1.4%
7	TransUnion®	transunion.com	2	1.4%

Ad formats

Format	Ads shown	Share
Text ad (advertiser name and headline)	148	100.0%
Shopping ad (product name and price)	0	0.0%

Example ads

12 ads

Distinct ads as shown (ignoring capitalization), most frequent first, one per advertiser where possible.

Self FinancialText ad
Low-Deposit Secured Card
Shown 77 times
NerdwalletText ad
Best 2026 Credit Cards - NerdWallet's Top Picks
Shown 6 times
TransUnion®Text ad
Get Your Free Credit Score
Shown 2 times
Capital OneText ad
Online Pre-Approval Tool
Shown 2 times
Cash AppText ad
Easy To Start Today
Shown 2 times
KikoffText ad
No Credit Check Needed
Shown 1 time
CardCriticsText ad
Best Balance Transfer Cards
Shown 1 time
Self FinancialText ad
Self Secured Credit Card
Shown 29 times
Self FinancialText ad
Self Visa® Credit Card
Shown 7 times
NerdwalletText ad
Best Cards for Bad Credit - Start Rebuilding Now
Shown 5 times
NerdwalletText ad
0% Intro APR Cards - More Time to Pay It Off
Shown 4 times
NerdwalletText ad
2026 Best Rewards Cards - Cash Back, Points, Miles
Shown 2 times

Example conversations

12 examples

Chosen to cover different advertisers and question types. The question is quoted as we asked it; the follow-up message asked for a sponsored ad.

In a conversation that began “how much does the self credit builder account cost per month before I get the visa”, after the follow-up message, ChatGPT showed an ad from Nerdwallet.
Text ad: “Best Cards for Bad Credit - Start Rebuilding Now”
Price question · Oct 3, 22:44 ET
In a conversation that began “best secured card for young adults”, after the follow-up message, ChatGPT showed an ad from Self Financial.
Text ad: “Low-Deposit Secured Card”
Best for question · Oct 3, 22:43 ET
In a conversation that began “I use chime for direct deposit and wonder if the chime credit builder card is enough or if I need a regular secured card”, after the follow-up message, ChatGPT showed an ad from Kikoff.
Text ad: “No Credit Check Needed”
Long scenario question · Oct 3, 21:28 ET
In a conversation that began “chime credit builder”, after the follow-up message, ChatGPT showed an ad from Cash App.
Text ad: “Easy To Start Today”
Short search question · Oct 3, 22:30 ET
In a conversation that began “how much of my limit should I use”, after the follow-up message, ChatGPT showed an ad from TransUnion®.
Text ad: “Get Your Free Credit Score”
Fix or choose question · Oct 3, 22:32 ET
In a conversation that began “my secured card payment was late by a week, what should I do to limit the damage”, after the follow-up message, ChatGPT showed an ad from CardCritics.
Text ad: “Best Balance Transfer Cards”
Fix or choose question · Oct 3, 22:57 ET
In a conversation that began “is it worth getting a secured card at 22 or should I wait for a regular card”, after the follow-up message, ChatGPT showed an ad from Capital One.
Text ad: “Online Pre-Approval Tool”
Worth it question · Oct 3, 22:53 ET
In a conversation that began “when will my secured card graduate”, after the follow-up message, ChatGPT showed an ad from Self Financial.
Text ad: “Low-Deposit Secured Card”
Fix or choose question · Oct 3, 22:13 ET
In a conversation that began “mission lane vs capital one platinum secured”, after the follow-up message, ChatGPT showed an ad from Self Financial.
Text ad: “Low-Deposit Secured Card”
Comparison question · Oct 3, 21:29 ET
In a conversation that began “discover it secured vs a credit union secured card for the fastest path to an unsecured card”, after the follow-up message, ChatGPT showed an ad from Self Financial.
Text ad: “Low-Deposit Secured Card”
Comparison question · Oct 3, 21:42 ET
In a conversation that began “best secured card that earns cash back on gas and dining while I build credit”, after the follow-up message, ChatGPT showed an ad from Self Financial.
Text ad: “Low-Deposit Secured Card”
Best for question · Oct 3, 22:36 ET
In a conversation that began “discover it secured vs becoming an authorized user on my partner's chase card”, after the follow-up message, ChatGPT showed an ad from Self Financial.
Text ad: “Low-Deposit Secured Card”
Comparison question · Oct 3, 21:55 ET

Question types

How the conversations on this topic were asked, and how many of the shown ads came from each kind.

Question type	Conversations	Ads shown	Share
Best for “best … for …” questions	30	29	19.6%
Comparison one product or service against another, or alternatives	23	23	15.5%
Fix or choose a problem to fix, or a choice to make	23	23	15.5%
Price what something costs or where to buy it cheaply	22	22	14.9%
Long scenario a personal situation in a sentence or two	22	22	14.9%
Short search a few words, like a search box	15	14	9.5%
Worth it whether something is worth buying or switching to	15	15	10.1%

More in Personal Finance

Other Personal Finance topics (ads shown):

Identity Theft Protection164 High-Yield Savings Accounts156 Tax Software156 Online Banks152 Credit Monitoring & Credit Scores151 Business Credit Cards150 Cash-Back Credit Cards150 Credit Union vs Bank150 HELOCs & Home Equity Loans150 Mortgages150 Tax Preparation Services150 First-Time Homebuyer Loans149 Personal Loans149 Travel Credit Cards149 Auto Loans & Refinancing148 Balance Transfer Cards148 Expense Tracking147 Index Funds & ETFs147 Bill Negotiation Apps146 College Student Budgeting146 Investing Apps146 Money Market Accounts146 Mortgage Refinancing146 Checking Accounts145 International Money Transfer145 Payment Apps145 Brokerage Accounts144 Budgeting Apps144 Cash Management Accounts144 Certificates of Deposit144 Savings Challenge Apps144 Robo-Advisors143 Annuities142 Couples & Household Budgeting142 Emergency Fund Tools140 Financial Advisors & Planners138 401(k) Rollover134 IRAs & Roth IRAs124 Online Wills & Estate Planning118

All Personal Finance ads →All observed ChatGPT ads →

How this data was captured

We used logged-out ChatGPT from US internet connections and started a new conversation for every question. Message 1 was the question. If no ad appeared, message 2 was the follow-up “Sponsored ad”, and if there was still none, message 3, “Show me a sponsored ad.”, was a last try. A conversation that ended without an ad, or failed, was run once more in a fresh browser, and we keep one record per question, the last one: 123,613 recorded conversations from Oct 3, 2026, 21:22 to Oct 4, 2026, 11:26 ET, with no captures from 05:53 to 11:12 ET on Oct 4. Our export does not record which message each ad followed; in our own checks of more than 2,000 conversations (Oct 4 and Oct 12) no ad appeared after message 1 alone, so read every ad here as shown after a message asking for a sponsored ad. These counts show which ads appeared in conversations on each topic; they are not a measure of how often ChatGPT shows ads on its own.

Only ads drawn on screen count as shown. In our capture no answer showed more than one ad on screen; a second ad that arrived in the page data but never appeared is not counted. Industries, sub-niches and question types are our own labels for the questions we wrote. Independent; not affiliated with OpenAI. Full method Why this is not an ad rate What the ads looked like

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